PNAS · 2016 · Journal article

Overcoming catastrophic forgetting in neural networks

James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A. Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska‐Barwińska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell

Google DeepMind (United Kingdom) · Imperial College London

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Published in
Proceedings of the National Academy of Sciences
Date
2017-03-14
Citations
10,880
arXiv
1612.00796
Cite
@article{kirkpatrick2016overcoming,
  title = {Overcoming catastrophic forgetting in neural networks},
  author = {James Kirkpatrick and Razvan Pascanu and Neil C. Rabinowitz and Joel Veness and Guillaume Desjardins and Andrei A. Rusu and Kieran Milan and John Quan and Tiago Ramalho and Agnieszka Grabska‐Barwińska and Demis Hassabis and Claudia Clopath and Dharshan Kumaran and Raia Hadsell},
  year = {2016},
  journal = {Proceedings of the National Academy of Sciences},
  eprint = {1612.00796},
  archivePrefix = {arXiv},
  doi = {10.1073/pnas.1611835114},
  url = {https://arxiv.org/abs/1612.00796},
}